Applications of hybrid SMC and FLC for augmentation of MPPT method in a wind-PV-battery configuration

IF 1.5 Q4 ENERGY & FUELS
F. Menzri, T. Boutabba, I. Benlaloui, Haneen Bawayan, Mohmed I. Mosaad, Mohamed Metwally Mahmoud
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引用次数: 0

Abstract

Green energy sources (GESs) in electrical systems have become widely included in electrical networks for their significant subnational impacts on the economy and the environment. Regrettably, the power generating capacity of these GESs is significantly influenced by environmental circumstances, such as temperature and sun irradiation for PV systems and wind speed for WT systems. Environmental changes impact the power capacity of the electrical system since the maximum amount of power that can be generated will only be achieved by implementing control measures. This research aims to enhance the efficiency of a standalone renewable power system by optimizing the energy output from GESs using the MPPT technique, considering the impact of climate fluctuations. The standalone hybrid GESs combines PV and WT technologies with a BSS. For the PV and WT, a combinatorial MPPT technique is proposed to modify the control settings for this system optimally. This method is based on the SMC and FLC. The FLC plays a role in achieving the MPPT target by utilizing membership functions designed to handle uncertainties caused by shifting environmental conditions. Whereas for the BSS, an energy management plan is developed to optimize the performance of the HRES. The system under study outfitted with the MPPT technology, functions in tandem with a BSS. In case of failure or insufficient power generation from primary sources, a DC/DC bidirectional converter is employed to adjust the charging and discharging of the BSS, ensuring a stable supply of DC power. The system’s response in different climates is examined, and the proposed combination controller’s intended effectiveness is confirmed using MATLAB\Simulink. The investigated structure can achieve approximately 99.213% efficacy with the support of the proposed SMC-FLC method, which is 19.874% greater than the widely used P&O method.
混合 SMC 和 FLC 在风能-光伏-电池配置中增强 MPPT 方法的应用
电力系统中的绿色能源(GES)因其对经济和环境的重大影响而被广泛纳入电网。遗憾的是,这些绿色能源系统的发电能力受环境条件的影响很大,如光伏系统的温度和太阳辐照度以及风力发电系统的风速。环境变化会影响电力系统的发电能力,因为只有采取控制措施才能实现最大发电量。本研究旨在通过使用 MPPT 技术优化 GES 的能量输出,提高独立可再生能源发电系统的效率,同时考虑到气候波动的影响。独立混合 GES 将光伏和风电技术与 BSS 结合在一起。针对光伏和风电,提出了一种组合式 MPPT 技术,以优化修改该系统的控制设置。该方法基于 SMC 和 FLC。FLC 在实现 MPPT 目标方面发挥了作用,它利用成员函数来处理因环境条件变化而产生的不确定性。而对于 BSS,则制定了一个能源管理计划,以优化 HRES 的性能。所研究的系统配备了 MPPT 技术,可与 BSS 协同工作。当主电源发生故障或发电量不足时,采用直流/直流双向转换器来调节 BSS 的充放电,确保直流电源的稳定供应。研究了系统在不同气候条件下的响应,并使用 MATLAB\Simulink 确认了所提出的组合控制器的预期效果。在所提出的 SMC-FLC 方法的支持下,所研究的结构可实现约 99.213% 的功效,比广泛使用的 P&O 方法高出 19.874%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Wind Engineering
Wind Engineering ENERGY & FUELS-
CiteScore
4.00
自引率
13.30%
发文量
81
期刊介绍: Having been in continuous publication since 1977, Wind Engineering is the oldest and most authoritative English language journal devoted entirely to the technology of wind energy. Under the direction of a distinguished editor and editorial board, Wind Engineering appears bimonthly with fully refereed contributions from active figures in the field, book notices, and summaries of the more interesting papers from other sources. Papers are published in Wind Engineering on: the aerodynamics of rotors and blades; machine subsystems and components; design; test programmes; power generation and transmission; measuring and recording techniques; installations and applications; and economic, environmental and legal aspects.
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